In AI, what is robustness? 1 pointAn AI system’s ability to prioritize and safeguard humans’ privacy and data rights An AI system’s ability to treat individuals or groups equitably An AI system’s ability to show how and why it arrived at a particular outcome or recommendation An AI system’s ability to effectively handle exceptional conditions, like abnormal input or adversarial attacks
Question
In AI, what is robustness? 1 pointAn AI system’s ability to prioritize and safeguard humans’ privacy and data rights An AI system’s ability to treat individuals or groups equitably An AI system’s ability to show how and why it arrived at a particular outcome or recommendation An AI system’s ability to effectively handle exceptional conditions, like abnormal input or adversarial attacks
Solution
Robustness in AI refers to an AI system's ability to effectively handle exceptional conditions, like abnormal input or adversarial attacks. This means that the system can continue to function or make decisions even when faced with unexpected or challenging situations. This could include dealing with incomplete or incorrect data, resisting attempts to manipulate its outputs, or adapting to changes in its operating environment.
Similar Questions
What does the robustness of a model refer to?its ability to construct a prediction model efficiently given a large amount of dataits speed of computation and computational costs in using the modeits ability to predict the outcome of a previously unknown data set accuratelyits ability to overcome noisy data to make somewhat accurate predictions
What does the robustness of a model refer to?
In AI, what is transparency? 1 pointAn AI system’s ability to effectively handle exceptional conditions, like abnormal input or adversarial attacks An AI system’s ability to treat individuals or groups equitably An AI system’s ability to show how and why it arrived at a particular outcome or recommendation When appropriate information is shared with humans about how an AI system was designed and developed
Question 2In AI, what is fairness? 1 pointAn AI system’s ability to prioritize and safeguard humans’ privacy and data rights An AI system’s ability to treat individuals or groups equitably An AI system’s ability to effectively handle exceptional conditions, like abnormal input or adversarial attacks An AI system’s ability to show how and why it arrived at a particular outcome or recommendation
Trustworthy AI systems used in highstake needs to havea.fairness, accountability, and explainabilityb.fairness, accountability, explainability, privacy, and controllabilityc.accountability, explainability, privacy, and controllabilityd.fairness, explainability, and controllability
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